Ear Identification Based on KICA and SVM

被引：0

作者：

Wu He-lei ^{[1
]}

Wang Qian ^{[1
]}

Shen Hua-jun ^{[1
]}

Hu Ling-yan ^{[1
]}

机构：

[1] Nanchang Univ, Nanchang 330013, Peoples R China

来源：

PROCEEDINGS OF THE 2009 WRI GLOBAL CONGRESS ON INTELLIGENT SYSTEMS, VOL IV | 2009年

关键词：

ALGORITHMS;

D O I：

10.1109/GCIS.2009.278

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

This paper gives a research in ear identification After giving an introduction about Independent Components Analysis(ICA), the paper put forward an improved Kernel Independent Components Analysis(KICA) which can be described as a combination of KPCA and ICA to extract features, And use Support Vector Machine(SVM) with Gaussian radial basis Junction(GRBF) for ear classification. The experiments results show the method in the paper gives a high recognition rate compared to ICA method.

引用

页码：414 / 417

页数：4

共 50 条

[41] An Image Digital Watermarking Method Based On Ridgelet and KICA
Li, Yuancheng
2008 INTERNATIONAL CONFERENCE ON MULTIMEDIA AND INFORMATION TECHNOLOGY, PROCEEDINGS, 2008, : 345 - 348
[42] Blind nonlinear system identification based on LS-SVM
Zhu, Yanfei
Zhang, Yun
Tan, Hongzhou
Li, Zhonghua
DYNAMICS OF CONTINUOUS DISCRETE AND IMPULSIVE SYSTEMS-SERIES B-APPLICATIONS & ALGORITHMS, 2006, 13 : 658 - 661
[43] Brain Tumor Identification Based on CNN-SVM Model
Lang, Ruixuan
Jia, Kebin
Feng, Jinchao
2018 2ND INTERNATIONAL CONFERENCE ON BIOMEDICAL ENGINEERING AND BIOINFORMATICS (ICBEB 2018), 2018, : 31 - 35
[44] Coal and gangue identification based on IMF energy moment and SVM
Dou X.
Wang S.
Xie Y.
Xuan T.
Wang, Shibo, 1600, Chinese Vibration Engineering Society (39): : 39 - 45
[45] Bar Image Identification Based on Laplacian Eigenmap and Fuzzy SVM
Shao, Xue
INTERNATIONAL JOURNAL OF E-COLLABORATION, 2023, 19 (05)
[46] A hybrid system based on GMM-SVM for Speaker Identification
Chakroun, Rania
Zouari, Leila Beltaifa
Frikha, Mondher
Ben Hamida, Ahmed
2015 15TH INTERNATIONAL CONFERENCE ON INTELLIGENT SYSTEMS DESIGN AND APPLICATIONS (ISDA), 2015, : 654 - 658
[47] Cutting Tool Wear Identification based on Wavelet Package and SVM
Tao, Xu
Tao, Wang
2010 8TH WORLD CONGRESS ON INTELLIGENT CONTROL AND AUTOMATION (WCICA), 2010, : 5953 - 5957
[48] Automatic language identification with discriminative language characterization based on SVM
Suo, Hongbin
Li, Ming
Lu, Ping
Yan, Yonghong
IEICE TRANSACTIONS ON INFORMATION AND SYSTEMS, 2008, E91D (03) : 567 - 575
[49] Speaker Identification for Disguised Voices Based on Modified SVM Classifier
Al Hindawi, Noor Ahmad
Shahin, Ismail
Nassif, Ali Bou
2021 18TH INTERNATIONAL MULTI-CONFERENCE ON SYSTEMS, SIGNALS & DEVICES (SSD), 2021, : 687 - 691
[50] Gender Identification Using SVM Based on Human Face Images
Li Fei
Wang Yajie
Qiu Hongkun
Wang Linlin
2014 INTERNATIONAL CONFERENCE ON VIRTUAL REALITY AND VISUALIZATION (ICVRV2014), 2014, : 444 - 448

← 1 2 3 4 5 →